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Rethinking Health Systems Responsiveness In Low- And Middle-Income Countries: Validation Study, Meesha Iqbal, Cecilia Ganduglia Cazaban, Robert Morgan, Cici Bauer, Sameen Siddiqi Sep 2024

Rethinking Health Systems Responsiveness In Low- And Middle-Income Countries: Validation Study, Meesha Iqbal, Cecilia Ganduglia Cazaban, Robert Morgan, Cici Bauer, Sameen Siddiqi

Faculty, Staff and Student Publications

BACKGROUND: Health systems responsiveness (HSR) is the ability of systems to respond to legitimate non-health expectations of the population. The concept of HSR by the World Health Organization (WHO) includes respect for dignity, individual autonomy, confidentiality, prompt attention to care, availability of basic amenities, choice of provider, access to social support networks, and clarity of communication. The WHO tool is applied globally to assess HSR in low, middle, and high-income countries.

OBJECTIVE: We have revised the conceptual framework of HSR following a rigorous systematic review and made it specific for low- and middle-income countries (L&MICs). This study is designed to …


Assessing The State Of Obesity Care: Quality, Access, Guidelines, And Standards, Lee M Kaplan, Caroline M Apovian, Jamy D Ard, David B Allison, Louis J Aronne, Rachel L Batterham, Luca Busetto, Dror Dicker, Deborah B Horn, Aaron S Kelly, Jeffrey I Mechanick, Jonathan Q Purnell, Ximena Ramos-Salas, Assessing The State Of Obesity Care Writing Group Aug 2024

Assessing The State Of Obesity Care: Quality, Access, Guidelines, And Standards, Lee M Kaplan, Caroline M Apovian, Jamy D Ard, David B Allison, Louis J Aronne, Rachel L Batterham, Luca Busetto, Dror Dicker, Deborah B Horn, Aaron S Kelly, Jeffrey I Mechanick, Jonathan Q Purnell, Ximena Ramos-Salas, Assessing The State Of Obesity Care Writing Group

Faculty, Staff and Student Publications

BACKGROUND: An international panel of obesity medicine experts from multiple professional organizations examined patterns of obesity care and current obesity treatment guidelines to identify areas requiring updating in response to emerging science and clinical evidence.

AIMS: The panel focused on multiple medical health and societal issues influencing effective treatment of obesity and identified several unmet needs in the definition, assessment, and care of obesity.

METHODS: The panel was held in Leesburg, Virginia in September 2019.

RESULTS: The panelists recommended addressing these unmet needs in obesity medicine through research, education, evaluation of delivery and payment of care, and updating clinical practice …


Insurance Coverage During Transitions: Evidence From Medicaid Automatic Enrollment For Children Receiving Supplemental Security Income, Stephanie Rennane, Danielle Sobol, Bradley D Stein, Andrew Dick Jun 2024

Insurance Coverage During Transitions: Evidence From Medicaid Automatic Enrollment For Children Receiving Supplemental Security Income, Stephanie Rennane, Danielle Sobol, Bradley D Stein, Andrew Dick

Faculty, Staff and Student Publications

OBJECTIVES: To analyze relationships between Medicaid automatic enrollment for child Supplemental Security Income (SSI) recipients and health insurance coverage during transitions.

DATA SOURCES AND STUDY SETTING: Medical Expenditure Panel Study, 2000-2020 and National Survey for Children with Special Health Care Needs, 2001-2010.

STUDY DESIGN: Leveraging variation in SSI-Medicaid automatic enrollment status across regions and over time, we estimate a regression model to quantify associations between automatic enrollment and insurance coverage. We validate our findings in the NS-CSHCN.

DATA COLLECTION: Our sample includes children receiving SSI for a disability. We also analyze a subsample of children newly enrolled in SSI.

PRINCIPAL …


Risk Evaluation In Occupational Safety And Health Research: Results From A Benchmarking Exercise Of Federal And Academic Irbs, Sarah A Felknor, Jessica M K Streit, Angela M Morley, John D Piacentino May 2024

Risk Evaluation In Occupational Safety And Health Research: Results From A Benchmarking Exercise Of Federal And Academic Irbs, Sarah A Felknor, Jessica M K Streit, Angela M Morley, John D Piacentino

Faculty, Staff and Student Publications

OBJECTIVE: Research involving working populations can pose unique ethical and risk evaluation challenges. The purpose of this benchmarking project was to assess how federal agencies and academic institutions approach the interpretation and application of key risk evaluation concepts in research involving workers in their places of employment.

METHODS: Key informant interviews were conducted to ascertain current practices related to assessing soundness of research design, determining risk reasonableness and research relatedness of risks, and evaluating the risk of noninvasive clinical tests in occupational settings.

RESULTS: There were noteworthy commonalities among the approaches described to review and address critical aspects of risk …


Academic Detailing As A Health Information Technology Implementation Method: Supporting The Design And Implementation Of An Emergency Department-Based Clinical Decision Support Tool To Prevent Future Falls, Hanna J Barton, Apoorva Maru, Margaret A Leaf, Daniel J Hekman, Douglas A Wiegmann, Manish N Shah, Brian W Patterson Apr 2024

Academic Detailing As A Health Information Technology Implementation Method: Supporting The Design And Implementation Of An Emergency Department-Based Clinical Decision Support Tool To Prevent Future Falls, Hanna J Barton, Apoorva Maru, Margaret A Leaf, Daniel J Hekman, Douglas A Wiegmann, Manish N Shah, Brian W Patterson

Faculty, Staff and Student Publications

BACKGROUND: Clinical decision support (CDS) tools that incorporate machine learning-derived content have the potential to transform clinical care by augmenting clinicians' expertise. To realize this potential, such tools must be designed to fit the dynamic work systems of the clinicians who use them. We propose the use of academic detailing-personal visits to clinicians by an expert in a specific health IT tool-as a method for both ensuring the correct understanding of that tool and its evidence base and identifying factors influencing the tool's implementation.

OBJECTIVE: This study aimed to assess academic detailing as a method for simultaneously ensuring the correct …


Deep Learning Model For Personalized Prediction Of Positive Mrsa Culture Using Time-Series Electronic Health Records, Masayuki Nigo, Laila Rasmy, Bingyu Mao, Bijun Sai Kannadath, Ziqian Xie, Degui Zhi Mar 2024

Deep Learning Model For Personalized Prediction Of Positive Mrsa Culture Using Time-Series Electronic Health Records, Masayuki Nigo, Laila Rasmy, Bingyu Mao, Bijun Sai Kannadath, Ziqian Xie, Degui Zhi

Faculty, Staff and Student Publications

Methicillin-resistant Staphylococcus aureus (MRSA) poses significant morbidity and mortality in hospitals. Rapid, accurate risk stratification of MRSA is crucial for optimizing antibiotic therapy. Our study introduced a deep learning model, PyTorch_EHR, which leverages electronic health record (EHR) time-series data, including wide-variety patient specific data, to predict MRSA culture positivity within two weeks. 8,164 MRSA and 22,393 non-MRSA patient events from Memorial Hermann Hospital System, Houston, Texas are used for model development. PyTorch_EHR outperforms logistic regression (LR) and light gradient boost machine (LGBM) models in accuracy (AUROC


Medical Home Implementation And Follow-Up Of Cancer-Related Abnormal Test Results In The Veterans Health Administration, Suja S Rajan, Shashank Sarvepalli, Li Wei, Ashley N D Meyer, Daniel R Murphy, Debra T Choi, Hardeep Singh Mar 2024

Medical Home Implementation And Follow-Up Of Cancer-Related Abnormal Test Results In The Veterans Health Administration, Suja S Rajan, Shashank Sarvepalli, Li Wei, Ashley N D Meyer, Daniel R Murphy, Debra T Choi, Hardeep Singh

Faculty, Staff and Student Publications

IMPORTANCE: Lack of timely follow-up of cancer-related abnormal test results can lead to delayed or missed diagnoses, adverse cancer outcomes, and substantial cost burden for patients. Care delivery models, such as the Veterans Affairs' (VA) Patient-Aligned Care Team (PACT), which aim to improve patient-centered care coordination, could potentially also improve timely follow-up of abnormal test results. PACT was implemented nationally in the VA between 2010 and 2012.

OBJECTIVE: To evaluate the long-term association between PACT implementation and timely follow-up of abnormal test results related to the diagnosis of 5 different cancers.

DESIGN, SETTING, AND PARTICIPANTS: This multiyear retrospective cohort study …


Indigenous Approaches To Health Assessment: A Scoping Review Protocol, Nabina Sharma, Jennifer D Walker, Elizabeth Wenghofer, Taima Moeke-Pickering, Jeannette Lindenbach Feb 2024

Indigenous Approaches To Health Assessment: A Scoping Review Protocol, Nabina Sharma, Jennifer D Walker, Elizabeth Wenghofer, Taima Moeke-Pickering, Jeannette Lindenbach

Faculty, Staff and Student Publications

BACKGROUND: Health assessment tools developed using mainstream or Western concepts have been widely used in clinical practice worldwide. However, even culturally adapted or culturally based tools may not be relevant in other social contexts if they are grounded in Western beliefs and perspectives. The application of mainstream assessment tools, when used in Indigenous populations, can lead to the inappropriate application of normative data and inaccurate or biased diagnosis of conditions as Indigenous concepts of health differ from Western biomedical concepts of health. Thus, considering the need for culturally meaningful, sensitive, safe, and unbiased health assessment approaches and instruments over recent …


An Increase In Food Insecurity Correlated With An Increase In Plasma Triglycerides Among Latinx Children, Keally Haushalter, Marissa Burgermaster, Erin Hudson, Matthew J Landry, Shreela V Sharma, Jaimie N Davis Feb 2024

An Increase In Food Insecurity Correlated With An Increase In Plasma Triglycerides Among Latinx Children, Keally Haushalter, Marissa Burgermaster, Erin Hudson, Matthew J Landry, Shreela V Sharma, Jaimie N Davis

Faculty, Staff and Student Publications

BACKGROUND: Food insecurity and metabolic diseases both disproportionately affect Hispanic children. Cross-sectional studies have linked food insecurity with adverse cardiometabolic markers, including elevated plasma triglycerides and glucose concentrations. However, the association between changes in food insecurity and changes in cardiometabolic markers in children remains to be explored. Furthermore, few studies have assessed the impact of school-based nutrition interventions on household food insecurity.

OBJECTIVE: The objectives of this study are to assess the effect of the TX Sprouts intervention on household food insecurity and to examine the association between changes in household food insecurity and changes in cardiometabolic markers over 1 …


Personalized Trial Ethics And Institutional Review Board Submissions, Joyce P Samuel, Susan H Wootton Jan 2024

Personalized Trial Ethics And Institutional Review Board Submissions, Joyce P Samuel, Susan H Wootton

Faculty, Staff and Student Publications

The ethical and regulatory oversight of any clinical activity related to human subjects is commonly determined based on its categorization as either clinical practice or research. Prominent bioethicists have criticized the traditional distinctions used to delineate these categories, calling them counterproductive and outmoded, and arguing that learning and clinical practice should be deliberately and appropriately integrated. Personalized trials represent a clinical activity with characteristics that overlap both categories, making ethical and regulatory oversight requirements less straightforward. When the primary intent of the personalized trial is to assist in the conduct of individualized patient care with an emphasis on protecting the …


Pilot Implementation Of A Nutrition-Focused Community-Health-Worker Intervention Among Formerly Chronically Homeless Adults In Permanent Supportive Housing, Jane E Hamilton, Diana C Guevara, Sara F Steinfeld, Raina Jose, Farrah Hmaidan, Sarah Simmons, Calvin W Wong, Clara Smith, Eva Thibaudeau-Graczyk, Shreela V Sharma Jan 2024

Pilot Implementation Of A Nutrition-Focused Community-Health-Worker Intervention Among Formerly Chronically Homeless Adults In Permanent Supportive Housing, Jane E Hamilton, Diana C Guevara, Sara F Steinfeld, Raina Jose, Farrah Hmaidan, Sarah Simmons, Calvin W Wong, Clara Smith, Eva Thibaudeau-Graczyk, Shreela V Sharma

Faculty, Staff and Student Publications

Food insecurity is a known health equity threat for formerly chronically homeless populations even after they transition into permanent housing. This project utilized a human-centered design methodology to plan and implement a nutrition-focused community-health-worker (CHW) intervention in permanent supportive housing (PSH). The project aimed to increase access to healthy foods, improve nutritional literacy, healthy cooking/eating practices, and build community/social connectedness among 140 PSH residents. Validated food-security screening conducted by CHWs identified low or very low food security among 64% of 83 residents who completed the baseline survey, which is similar to rates found in a previous study among formerly homeless …


Toward Standardization, Harmonization, And Integration Of Social Determinants Of Health Data: A Texas Clinical And Translational Science Award Institutions Collaboration, Catherine K Craven, Linda Highfield, Mujeeb Basit, Elmer V Bernstam, Byeong Yeob Choi, Robert L Ferrer, Jonathan A Gelfond, Sandi L Pruitt, Vaishnavi Kannan, Paula K Shireman, Heidi Spratt, Kayla J Torres Morales, Chen-Pin Wang, Zhan Wang, Meredith N Zozus, Edward C Sankary, Susanne Schmidt Jan 2024

Toward Standardization, Harmonization, And Integration Of Social Determinants Of Health Data: A Texas Clinical And Translational Science Award Institutions Collaboration, Catherine K Craven, Linda Highfield, Mujeeb Basit, Elmer V Bernstam, Byeong Yeob Choi, Robert L Ferrer, Jonathan A Gelfond, Sandi L Pruitt, Vaishnavi Kannan, Paula K Shireman, Heidi Spratt, Kayla J Torres Morales, Chen-Pin Wang, Zhan Wang, Meredith N Zozus, Edward C Sankary, Susanne Schmidt

Faculty, Staff and Student Publications

INTRODUCTION: The focus on social determinants of health (SDOH) and their impact on health outcomes is evident in U.S. federal actions by Centers for Medicare & Medicaid Services and Office of National Coordinator for Health Information Technology. The disproportionate impact of COVID-19 on minorities and communities of color heightened awareness of health inequities and the need for more robust SDOH data collection. Four Clinical and Translational Science Award (CTSA) hubs comprising the Texas Regional CTSA Consortium (TRCC) undertook an inventory to understand what contextual-level SDOH datasets are offered centrally and which individual-level SDOH are collected in structured fields in each …


Preparing Healthcare Education For An Ai-Augmented Future, Jiajie Zhang, Susan H Fenton Jan 2024

Preparing Healthcare Education For An Ai-Augmented Future, Jiajie Zhang, Susan H Fenton

Faculty, Staff and Student Publications

Artificial intelligence (AI) fundamentally transforms healthcare education as a knowledge enterprise, creating a distributed cognitive system composed of the human brain, which remains relatively unchanged, and AI-based knowledge and cognitive functions, which have accelerated exponentially in scale and power. Education must focus on developing skills to collaborate with AI and on achieving outcomes like problems solved and discoveries made. Curriculum and education policies also need to adapt to this transformation.


Victory Out Of Tragedy: Organ Donation, Ali Salim, Bryan A Cotton Jan 2024

Victory Out Of Tragedy: Organ Donation, Ali Salim, Bryan A Cotton

Faculty, Staff and Student Publications

Major improvements in trauma care during the last decade have improved survival rates in the severely injured. The unintended consequence is the presentation of patients with non-survivable injuries in a time frame in which intervention is considered and often employed due to prognostic uncertainty. In light of this, discerning survivability in these patients remains increasingly problematic. Evidence-based cut-points of futility can guide early decisions for discontinuing aggressive treatment and use of precious resources in severely injured patients arriving in extremis.


Screening For Food And Nutrition Insecurity In The Healthcare Setting: A Cross-Sectional Survey Of Non-Medicaid Insured Adults In An Integrated Healthcare Delivery System, Carmen Byker Shanks, Nancy P Gordon Jan 2024

Screening For Food And Nutrition Insecurity In The Healthcare Setting: A Cross-Sectional Survey Of Non-Medicaid Insured Adults In An Integrated Healthcare Delivery System, Carmen Byker Shanks, Nancy P Gordon

Faculty, Staff and Student Publications

OBJECTIVES: Healthcare screening identifies factors that impact patient health and well-being. Hunger as a Vital Sign (HVS) is widely applied as a screening tool to assess food security. However, there are no common practice screening questions to identify patients who are nutrition insecure or acquire free food from community-based organizations. This study used self-reported survey data from a non-Medicaid insured adult population approximately one year after the start of the COVID-19 pandemic (2021). The survey examined the extent to which the HVS measure might have under-estimated population-level food insecurity and/or nutrition insecurity, as well as under-identified food and nutrition insecurity …


Patient Surgical Outcomes When Surgery Residents Are The Primary Surgeon By Intensity Of Surgical Attending Supervision In Veterans Affairs Medical Centers, T Michael Kashner, Paul B Greenberg, Andrea D Birnbaum, John M Byrne, Karen M Sanders, Mark A Wilson, Marjorie A Bowman Dec 2023

Patient Surgical Outcomes When Surgery Residents Are The Primary Surgeon By Intensity Of Surgical Attending Supervision In Veterans Affairs Medical Centers, T Michael Kashner, Paul B Greenberg, Andrea D Birnbaum, John M Byrne, Karen M Sanders, Mark A Wilson, Marjorie A Bowman

Faculty, Staff and Student Publications

OBJECTIVE: Using health records from the Department of Veterans Affairs (VA), the largest healthcare training platform in the United States, we estimated independent associations between the intensity of attending supervision of surgical residents and 30-day postoperation patient outcomes.

BACKGROUND: Academic leaders do not agree on the level of autonomy from supervision to grant surgery residents to best prepare them to enter independent practice without risking patient outcomes.

METHODS: Secondary data came from a national, systematic 1:8 sample of n = 862,425 teaching encounters where residents were listed as primary surgeon at 122 VA medical centers from July 1, 2004, through …


Parent-Reported Provider Recommendation Of Hpv Vaccination Among Minority Adolescents Before And During The Covid-19 Pandemic: Findings From The National Immunization Survey-Teen, 2019-2021, Chinenye Lynette Ejezie, Paula Cuccaro, Casey Durand, Lara Savas, Ross Shegog Oct 2023

Parent-Reported Provider Recommendation Of Hpv Vaccination Among Minority Adolescents Before And During The Covid-19 Pandemic: Findings From The National Immunization Survey-Teen, 2019-2021, Chinenye Lynette Ejezie, Paula Cuccaro, Casey Durand, Lara Savas, Ross Shegog

Faculty, Staff and Student Publications

Provider recommendation of human papillomavirus (HPV) vaccination among adolescents has steadily improved over the years, however, limited research has been conducted to examine if the COVID-19 pandemic disrupted this positive trend in parent-reported provider recommendation among minority adolescents. Therefore, we conducted the present study to determine if there is an association between the pandemic and parent-reported provider recommendation of HPV vaccine among non-Hispanic black and Hispanic adolescents. We also examined whether any changes in parent-reported provider recommendation in the years 2019, 2020, and 2021 differed by race or ethnicity. Using a cross-sectional design to examine data from the National Immunization …


Implementation And Outcome Evaluation Of La Door: A Proposition 47-Funded Program In Los Angeles: Cohort 2 Final Evaluation Report, Melissa M Labriola, Danielle Sobol, Heather Sims, Stephanie Brooks Holliday Sep 2023

Implementation And Outcome Evaluation Of La Door: A Proposition 47-Funded Program In Los Angeles: Cohort 2 Final Evaluation Report, Melissa M Labriola, Danielle Sobol, Heather Sims, Stephanie Brooks Holliday

Faculty, Staff and Student Publications

The Los Angeles Diversion, Outreach, and Opportunities for Recovery (LA DOOR) program is designed by the Los Angeles City Attorney's Office (LACA) to provide a comprehensive, health-focused, preventative approach that proactively engages individuals at elevated risk of returning to LACA on a new misdemeanor offense. In this study, the authors document the findings of a process and outcome evaluation of Cohort 2 of the LA DOOR program.


Effectiveness Of An Emergency Department-Based Machine Learning Clinical Decision Support Tool To Prevent Outpatient Falls Among Older Adults: Protocol For A Quasi-Experimental Study, Daniel J Hekman, Amy L Cochran, Apoorva P Maru, Hanna J Barton, Manish N Shah, Douglas Wiegmann, Maureen A Smith, Frank Liao, Brian W Patterson Aug 2023

Effectiveness Of An Emergency Department-Based Machine Learning Clinical Decision Support Tool To Prevent Outpatient Falls Among Older Adults: Protocol For A Quasi-Experimental Study, Daniel J Hekman, Amy L Cochran, Apoorva P Maru, Hanna J Barton, Manish N Shah, Douglas Wiegmann, Maureen A Smith, Frank Liao, Brian W Patterson

Faculty, Staff and Student Publications

Background

Emergency department (ED) providers are important collaborators in preventing falls for older adults because they are often the first health care providers to see a patient after a fall and because at-home falls are often preceded by previous ED visits. Previous work has shown that ED referrals to falls interventions can reduce the risk of an at-home fall by 38%. Screening patients at risk for a fall can be time-consuming and difficult to implement in the ED setting. Machine learning (ML) and clinical decision support (CDS) offer the potential of automating the screening process. However, it remains unclear whether …


Trends Of Azole Antifungal Prescription In The United States: Medicare Part D Provider Utilization And Payment Data Analysis, Mohanad M Al-Obaidi, Luis Ostrosky-Zeichner, David E Nix Aug 2023

Trends Of Azole Antifungal Prescription In The United States: Medicare Part D Provider Utilization And Payment Data Analysis, Mohanad M Al-Obaidi, Luis Ostrosky-Zeichner, David E Nix

Faculty, Staff and Student Publications

BACKGROUND: Invasive fungal infections carry a substantial risk of mortality and morbidity. Azole antifungals are used in the treatment of such infections; however, their extensive use can lead to the emergence of antifungal resistance and increased costs to patients and healthcare systems. The aim of this study is to evaluate trends in these antifungals use and costs.

METHODS: The secular and regional trends of outpatient azole antifungals were analyzed using Medicare Part D Prescriber Public Use Files for the years 2013-2020. The total days supply (TDS), total drug cost (TDC) per 100 000 enrollees, and cost per day (CPD) were …


How Does Facilitation In Healthcare Work? Using Mechanism Mapping To Illuminate The Black Box Of A Meta-Implementation Strategy, Amy M Kilbourne, Elvin Geng, Ingrid Eshun-Wilson, Shannon Sweeney, Donna Shelley, Deborah J Cohen, Joann E Kirchner, Maria E Fernandez, Michael L Parchman May 2023

How Does Facilitation In Healthcare Work? Using Mechanism Mapping To Illuminate The Black Box Of A Meta-Implementation Strategy, Amy M Kilbourne, Elvin Geng, Ingrid Eshun-Wilson, Shannon Sweeney, Donna Shelley, Deborah J Cohen, Joann E Kirchner, Maria E Fernandez, Michael L Parchman

Faculty, Staff and Student Publications

BACKGROUND: Healthcare facilitation, an implementation strategy designed to improve the uptake of effective clinical innovations in routine practice, has produced promising yet mixed results in randomized implementation trials and has not been fully researched across different contexts.

OBJECTIVE: Using mechanism mapping, which applies directed acyclic graphs that decompose an effect of interest into hypothesized causal steps and mechanisms, we propose a more concrete description of how healthcare facilitation works to inform its further study as a meta-implementation strategy.

METHODS: Using a modified Delphi consensus process, co-authors developed the mechanistic map based on a three-step process. First, they developed an initial …


Institutional Strategies To Maintain And Grow Imaging Research During The Covid-19 Pandemic, Mai-Lan Ho, Corey W Arnold, Summer J Decker, John D Hazle, Elizabeth A Krupinski, David A Mankoff Apr 2023

Institutional Strategies To Maintain And Grow Imaging Research During The Covid-19 Pandemic, Mai-Lan Ho, Corey W Arnold, Summer J Decker, John D Hazle, Elizabeth A Krupinski, David A Mankoff

Faculty, Staff and Student Publications

Understanding imaging research experiences, challenges, and strategies for academic radiology departments during and after COVID-19 is critical to prepare for future disruptive events. We summarize key insights and programmatic initiatives at major academic hospitals across the world, based on literature review and meetings of the Radiological Society of North America Vice Chairs of Research (RSNA VCR) group. Through expert discussion and case studies, we provide suggested guidelines to maintain and grow radiology research in the postpandemic era.


A Scoping Review Of Digital Health Interventions For Combating Covid-19 Misinformation And Disinformation, Katarzyna Czerniak, Raji Pillai, Abhi Parmar, Kavita Ramnath, Joseph Krocker, Sahiti Myneni Mar 2023

A Scoping Review Of Digital Health Interventions For Combating Covid-19 Misinformation And Disinformation, Katarzyna Czerniak, Raji Pillai, Abhi Parmar, Kavita Ramnath, Joseph Krocker, Sahiti Myneni

Faculty, Staff and Student Publications

OBJECTIVE: We provide a scoping review of Digital Health Interventions (DHIs) that mitigate COVID-19 misinformation and disinformation seeding and spread.

MATERIALS AND METHODS: We applied our search protocol to PubMed, PsychINFO, and Web of Science to screen 1666 articles. The 17 articles included in this paper are experimental and interventional studies that developed and tested public consumer-facing DHIs. We examined these DHIs to understand digital features, incorporation of theory, the role of healthcare professionals, end-user experience, and implementation issues.

RESULTS: The majority of studies (n = 11) used social media in DHIs, but there was a lack of platform-agnostic generalizability. …


Identification Of Bradycardia Following Remdesivir Administration Through The Us Food And Drug Administration American College Of Medical Toxicology Covid-19 Toxic Pharmacovigilance Project, Jason M Devgun, Rongmei Zhang, Jeffrey Brent, Paul Wax, Keith Burkhart, Alison Meyn, Sharan Campleman, Stephanie Abston, Kim Aldy Feb 2023

Identification Of Bradycardia Following Remdesivir Administration Through The Us Food And Drug Administration American College Of Medical Toxicology Covid-19 Toxic Pharmacovigilance Project, Jason M Devgun, Rongmei Zhang, Jeffrey Brent, Paul Wax, Keith Burkhart, Alison Meyn, Sharan Campleman, Stephanie Abston, Kim Aldy

Faculty, Staff and Student Publications

IMPORTANCE: The rapid spread and mortality associated with COVID-19 emphasized a need for surveillance system development to identify adverse events (AEs) to emerging therapeutics. Bradycardia is a remdesivir infusion-associated AE listed in the US Food and Drug Administration-approved prescribing information.

OBJECTIVE: To evaluate the magnitude and duration of bradycardic events following remdesivir administration.

DESIGN, SETTING, AND PARTICIPANTS: A multicenter cohort study of patients with recorded heart rate less than 60 beats per minute within 24 hours after administration of a remdesivir dose was conducted between November 23, 2020, and October 31, 2021. Participants included patients hospitalized with COVID-19 at 15 …


Multisite Evaluation Of Prediction Models For Emergency Department Crowding Before And During The Covid-19 Pandemic, Ari J Smith, Brian W Patterson, Michael S Pulia, John Mayer, Rebecca J Schwei, Radha Nagarajan, Frank Liao, Manish N Shah, Justin J Boutilier Jan 2023

Multisite Evaluation Of Prediction Models For Emergency Department Crowding Before And During The Covid-19 Pandemic, Ari J Smith, Brian W Patterson, Michael S Pulia, John Mayer, Rebecca J Schwei, Radha Nagarajan, Frank Liao, Manish N Shah, Justin J Boutilier

Faculty, Staff and Student Publications

OBJECTIVE: To develop a machine learning framework to forecast emergency department (ED) crowding and to evaluate model performance under spatial and temporal data drift.

MATERIALS AND METHODS: We obtained 4 datasets, identified by the location: 1-large academic hospital and 2-rural hospital, and time period: pre-coronavirus disease (COVID) (January 1, 2019-February 1, 2020) and COVID-era (May 15, 2020-February 1, 2021). Our primary target was a binary outcome that is equal to 1 if the number of patients with acute respiratory illness that were ED boarding for more than 4 h was above a prescribed historical percentile. We trained a random forest …


Fostering A High-Functioning Team In Cancer Care Using The 4r Oncology Model: Assessment In A Large Health System And A Blueprint For Other Institutions, Raymond Liu, Christine B Weldon, Elizabeth Linehan, Nancy Gordon, Thea Abbe, Marti Hennings, Henie James, Jed Katzel, Chun Ng, Megumi Tomita, Jeffrey B Velotta, Stephanie Ossowski, Lori C Sakoda, Sharon Likely Sprague, Anna Dowling, Kimberly Beringer, Arliene Ravelo, Elaine Yu, Julia R Trosman Jan 2023

Fostering A High-Functioning Team In Cancer Care Using The 4r Oncology Model: Assessment In A Large Health System And A Blueprint For Other Institutions, Raymond Liu, Christine B Weldon, Elizabeth Linehan, Nancy Gordon, Thea Abbe, Marti Hennings, Henie James, Jed Katzel, Chun Ng, Megumi Tomita, Jeffrey B Velotta, Stephanie Ossowski, Lori C Sakoda, Sharon Likely Sprague, Anna Dowling, Kimberly Beringer, Arliene Ravelo, Elaine Yu, Julia R Trosman

Faculty, Staff and Student Publications

PURPOSE: Delivering cancer care by high-functioning multidisciplinary teams promises to address care fragmentation, which threatens care quality, affects patient outcomes, and strains the oncology workforce. We assessed whether the 4R Oncology model for team-based interdependent care delivery and patient self-management affected team functioning in a large community-based health system.

METHODS: 4R was deployed at four locations in breast and lung cancers and assessed along four characteristics of high-functioning teams: recognition as a team internally and externally; commitment to an explicit shared goal; enablement of interdependent work to achieve the goal; and engagement in regular reflection to adapt objectives and processes. …


Multimethod Process Evaluation Of A Community Paramedic Delivered Care Transitions Intervention For Older Emergency Department Patients, Gwen Costa Jacobsohn, Apoorva P Maru, Rebecca K Green, Angela N Gifford, Matthew D Lukasik, Tikiri Bandara, Thomas V Caprio, Amy L Cochran, Jeremy T Cushman, Courtney M C Jones, Amy J H Kind, Michael Lohmeier, Manish N Shah Jan 2023

Multimethod Process Evaluation Of A Community Paramedic Delivered Care Transitions Intervention For Older Emergency Department Patients, Gwen Costa Jacobsohn, Apoorva P Maru, Rebecca K Green, Angela N Gifford, Matthew D Lukasik, Tikiri Bandara, Thomas V Caprio, Amy L Cochran, Jeremy T Cushman, Courtney M C Jones, Amy J H Kind, Michael Lohmeier, Manish N Shah

Faculty, Staff and Student Publications

OBJECTIVE: We assessed fidelity of delivery and participant engagement in the implementation of a community paramedic coach-led Care Transitions Intervention (CTI) program adapted for use following emergency department (ED) visits.

METHODS: The adapted CTI for ED-to-home transitions was implemented at three university-affiliated hospitals in two cities from 2016 to 2019. Participants were aged ≥60 years old and discharged from the ED within 24 hours of arrival. In the current analysis, participants had to have received the CTI. Community paramedic coaches collected data on program delivery and participant characteristics at each transition contact via inventories and assessments. Participants provided commentary on …


Healthcare Utilization Among Infants Discharged From The Neonatal Intensive Care Unit: A Descriptive Cost Analysis, Nutan B Hebballi, Elenir Bc Avritscher, Elisa Garcia, Andrew Bain, Marisa A Bartz-Kurycki, Kuojen Tsao, Mary T Austin Jan 2023

Healthcare Utilization Among Infants Discharged From The Neonatal Intensive Care Unit: A Descriptive Cost Analysis, Nutan B Hebballi, Elenir Bc Avritscher, Elisa Garcia, Andrew Bain, Marisa A Bartz-Kurycki, Kuojen Tsao, Mary T Austin

Faculty, Staff and Student Publications

The cost of readmissions of neonatal intensive care unit (NICU) graduates within 6 months and a year of their life is well-studied. However, the cost of readmissions within 90 days of NICU discharge is unknown. This study's objective was to estimate the overall and mean cost of healthcare use for unplanned hospital visits of NICU graduates within 90 days of discharge A retrospective review of all infants discharged between 1/1/2017 and 03/31/2017 from a large hospital system NICUs was conducted. All unplanned hospital visits (readmissions or stand-alone emergency department (ED) visits) occurring within 90 days post NICU discharge were included. …


Assessing The Most Vulnerable Subgroup To Type Ii Diabetes Associated With Statin Usage: Evidence From Electronic Health Record Data, Xinzhou Guo, Waverly Wei, Molei Liu, Tianxi Cai, Chong Wu, Jingshen Wang Jan 2023

Assessing The Most Vulnerable Subgroup To Type Ii Diabetes Associated With Statin Usage: Evidence From Electronic Health Record Data, Xinzhou Guo, Waverly Wei, Molei Liu, Tianxi Cai, Chong Wu, Jingshen Wang

Faculty, Staff and Student Publications

There have been increased concerns that the use of statins, one of the most commonly prescribed drugs for treating coronary artery disease, is potentially associated with the increased risk of new-onset Type II diabetes (T2D). Nevertheless, to date, there is no robust evidence supporting as to whether and what kind of populations are indeed vulnerable for developing T2D after taking statins. In this case study, leveraging the biobank and electronic health record data in the Partner Health System, we introduce a new data analysis pipeline and a novel statistical methodology that address existing limitations by (i) designing a rigorous causal …


Medical Ethics Principles Underscore Advocating For Human Papillomavirus Vaccine, C Mary Healy, Lara S Savas, Ross Shegog, Rebecca Lunstroth, Sally W Vernon Dec 2022

Medical Ethics Principles Underscore Advocating For Human Papillomavirus Vaccine, C Mary Healy, Lara S Savas, Ross Shegog, Rebecca Lunstroth, Sally W Vernon

Faculty, Staff and Student Publications

Studies have consistently shown that vaccination rates against human papillomavirus (HPV) lag far behind other adolescent vaccinations recommended at the same age, resulting in exposing adolescents to unnecessary future risk of infection, and genital and head and neck cancers. Studies also have demonstrated that a major barrier to vaccination is lack of a strong provider recommendation. Factors that providers offer for failing to give a strong recommendation range from perception that the child is not at risk or the need to explain that the vaccine is not mandated (lack of equity and justice) or respect for parental autonomy. We look …